Along with his management experience, the White House cited Miller's work with the Los Angeles Unified School District, including the development of metrics for monitoring the huge school district's academic performance.

Miller holds an MBA from Stanford University's Graduate School of Business and an undergraduate degree in industrial engineering from Purdue University.